An extended variational autoencoder for cross-subject electromyograph gesture recognition

•The study proposes a novel cross-subject gesture recognition approach.•An extended VAE is designed to disentangle input data into three representations.•A competitive voting strategy is to further bolster accuracy and stability in recognition.•The performance of the proposed method is evaluated on...

Celý popis

Podrobná bibliografia

Vydané v:	Biomedical signal processing and control Ročník 99; s. 106828
Hlavní autori:	Zhang, Zhen, Ming, Yuewei, Shen, Quming, Wang, Yanyu, Zhang, Yuhui
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.01.2025
Predmet:	Competitive voting Cross-subject Feature disentanglement Gesture recognition Surface electromyographic Variational autoencoder Variational autoencoder Competitive voting Surface electromyographic Cross-subject Feature disentanglement Gesture recognition
ISSN:	1746-8094
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!